zmtytd

zmtytd's Stars

• pyNLSE/bpm

  A simple Python-based open source software library for the numerical simulation of the linear or nonlinear time-dependent Schrödinger equation in one and two dimensions.

  Language:Python3810

• snagcliffs/PDE-FIND

  Language:Jupyter Notebook239120

• jdtoscano94/Learning-Scientific_Machine_Learning_Residual_Based_Attention_PINNs_DeepONets

  Physics Informed Machine Learning Tutorials (Pytorch and Jax)

  Language:Jupyter Notebook495172

• EdgeLLM/pinn-pytorch

  Deep learning library for solving differential equations on top of PyTorch.

  Language:Python6117

• lululxvi/deepxde

  A library for scientific machine learning and physics-informed learning

  Language:Python2.9k774

• rodsveiga/PINNs

  Physics Informed Neural Networks

  Language:Jupyter Notebook2010

• MunzirH/Applications-of-Physics-Informed-Machine-Learning

  🌌 Applications of Physics-Informed ML: A collection of notebooks from my Masters research, exploring how machine learning can solve scientific problems by embedding physical laws directly into models. Includes projects on discovering the Burgers equation, using PINNs for PDEs, and employing SINDy for dynamic systems analaysis with sparse data.

  Language:Jupyter Notebook102